Record, CLM, bronze and silver
CLM-406039
Received 2026-05-03T00:09:33Z, line 94,084 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Larry | Larry | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Barnes | Barnes | Unchanged |
| Date of birth | 09-04-1958 | 1958-04-09 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-76599-05 | UHC-76599-05 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | +1 431 240 2230 | 4312402230 | Parsed |
| — | — | Unchanged | |
| Address | 2481 Mesa Drive | 2481 Mesa Dr | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ·78207 | 78207 | Changed |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- larry|barnes
- Address key
- 2481|mesa|78207
- Canonical first
- larry
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-406036 | 0.99 | Scored | — | Auto-linked |
| CLM-406037 | 0.99 | Scored | — | Auto-linked |
| CLM-406038 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21766 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-107957 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-406040 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024690
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Larry Barnes, 1958-04-09, 7 records, Verified
Evidence
Matched against CLM-406036
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically782c0928012026-10-19 19:54:38, scoring_agentidentity id MBR-024690, confidence 0.991, method probabilistic, matched record CLM-406036, policy version 1
- Record linked automaticallyf071ca3fe82026-10-19 19:52:09, scoring_agentidentity id MBR-024690, confidence 0.991, method probabilistic, matched record CLM-406036, policy version 1
- Record linked automaticallye28ea6d0402026-10-19 19:45:42, scoring_agentidentity id MBR-024690, confidence 0.991, method probabilistic, matched record CLM-406036, policy version 1
- Record linked automatically04532898932026-10-19 19:32:31, scoring_agentidentity id MBR-024690, confidence 0.991, method probabilistic, matched record CLM-406036, policy version 1
- Record linked automatically6d7e4607b02026-10-19 19:31:28, scoring_agentidentity id MBR-041949, confidence 1, method probabilistic, matched record ENR-107911, policy version 1